WHAT WE DO
NOVV brings together data engineering, analytics, AI, software integration and technical advisory.
NOVV
We bring information together across your existing software, help you understand what is happening, and automate the work that follows.
Scope
The scope follows the work you need done.
Some engagements begin with a data pipeline or an integration. Others require a connected system across several teams and applications. We define the responsibilities, deliverables and operating requirements around the work.
01Data & Analytics
Make your data dependable and useful.
Build the data structures, pipelines and analytical views needed to understand performance and support operating decisions.
01Data Preparation
Clean, structure and prepare large datasets for analysis and model development.
02Data Pipelines & ETL
Build and maintain automated flows that extract, transform and deliver data between sources and destinations.
03Analytics Platform Implementation
Configure and integrate analytical tools into the existing technology environment.
04BI, Metrics & Visualization
Define metrics and build dashboards and reports that help teams investigate performance and exceptions.
05Statistical Modeling
Develop statistical models to examine patterns and support performance analysis and optimization.
06Data Warehousing
Design and structure data warehouses, including indexing and performance optimization.
07Data Integrity & Database Optimization
Investigate inconsistencies, improve data integrity and optimize production databases through controlled changes.
02AI Engineering
Build AI around a defined task.
Develop and integrate models and tools around the information they need, the work they perform and the controls required for use.
01Custom Machine Learning
Develop, evaluate and deploy machine learning models for client-specific tasks.
02LLM Adaptation & Fine-Tuning
Adapt suitable language models, assess fine-tuning where supported and integrate them into applications and workflows.
03Natural Language Processing
Build systems that process and analyze language for defined information-handling tasks.
04Generative AI Workflows
Connect generative AI models to business applications and automate agreed workflow steps.
05Predictive & Behavioral Models
Develop models that identify patterns in user behavior and support defined predictions or responses.
06Computer Vision
Integrate image analysis and visual recognition into client applications and operating workflows.
07AI Agents & Support Automation
Build agents and support tools with defined context, permissions, escalation paths and testing.
08Recommendation Systems
Develop recommendation logic for digital products and commerce experiences, with evaluation against the intended task.
03Systems Engineering
Connect the components. Keep the system working.
Engineer the applications, integrations and delivery foundations that support production use. Continued involvement can cover reliability, incident resolution and technical handover.
BUILD & INTEGRATE
01Cloud & Network Infrastructure
Design, deploy and optimize cloud resources and the network architecture supporting the system.
02APIs & Service Integration
Build interfaces and connect external services and software components.
03Performance & Scaling
Optimize application code, database response and system behavior under expected load.
04Data Synchronization
Develop controlled mechanisms for keeping information aligned across connected systems.
05Cloud Migration
Plan and execute the transfer of applications and data from existing environments to cloud infrastructure.
06CI/CD Automation
Automate build, test and deployment processes across agreed environments.
07Backend & Microservices
Develop backend services, application interfaces and the logic connecting system functions.
DELIVER & EVOLVE
08Testing & Quality Assurance
Test software behavior and automate checks for the functions and risks within the delivery scope.
09Release & Deployment
Coordinate releases through development, testing and production environments.
10Production Support
Monitor agreed components, investigate incidents and resolve production issues within the support arrangement.
11Documentation & Knowledge Transfer
Document architecture and operating procedures, and transfer the knowledge required for the receiving team.
12Operational Interfaces (UX/UI)
Design and build the screens your teams use every day: dashboards, approval flows, planning and exception views.
04Advisory
Make the next technology decision with better context.
Clarify priorities, assess options and plan implementation with the business objective and technical environment in view.
01Digital Transformation & AI Strategy
Define priorities and a practical direction for digital change and AI adoption.
02Technology & Vendor Evaluation
Compare technologies and suppliers against agreed functional, technical and operating requirements.
03Enterprise Architecture Planning
Map the target architecture, dependencies and implementation choices for a proposed system or program.
04Business & Data Analytics Advisory
Interpret analytical findings and connect metrics to the decisions facing the business.
05Project & Implementation Advisory
Support project coordination, delivery oversight and phased implementation planning.
06E-commerce UX/UI Advisory
Review customer journeys, behavior and interface choices to identify areas for improvement.
07AI Readiness Assessment
Assess data, systems and organizational conditions for a defined AI initiative.
08Data Governance & Privacy Advisory
Advise on data ownership, handling practices and storage strategy, coordinating privacy requirements with the responsible client specialists.
Start with the work in front of you.
Tell us what needs to be built, connected, understood or improved. We will discuss the relevant scope and how it fits the wider system.